{"id":"https://openalex.org/W3213363364","doi":"https://doi.org/10.5220/0010788700003124","title":"Motion-constrained Road User Tracking for Real-time Traffic Analysis","display_name":"Motion-constrained Road User Tracking for Real-time Traffic Analysis","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W3213363364","doi":"https://doi.org/10.5220/0010788700003124","mag":"3213363364"},"language":"en","primary_location":{"id":"doi:10.5220/0010788700003124","is_oa":false,"landing_page_url":"https://doi.org/10.5220/0010788700003124","pdf_url":null,"source":{"id":"https://openalex.org/S4363608825","display_name":"Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/1854/LU-8726937","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035495190","display_name":"Nyan Bo Bo","orcid":null},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]},{"id":"https://openalex.org/I4210114974","display_name":"IMEC","ror":"https://ror.org/02kcbn207","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I4210114974"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Nyan Bo","raw_affiliation_strings":["TELIN-IPI, Ghent University, Sint-Pietersnieuwstraat 41, B-9000 Gent, Belgium, --- Select a Country ---","imec, Kapeldreef 75, B-3001 Leuven, Belgium, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TELIN-IPI, Ghent University, Sint-Pietersnieuwstraat 41, B-9000 Gent, Belgium, --- Select a Country ---","institution_ids":["https://openalex.org/I32597200"]},{"raw_affiliation_string":"imec, Kapeldreef 75, B-3001 Leuven, Belgium, --- Select a Country ---","institution_ids":["https://openalex.org/I4210114974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068050252","display_name":"Peter Veelaert","orcid":"https://orcid.org/0000-0003-4746-9087"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]},{"id":"https://openalex.org/I4210114974","display_name":"IMEC","ror":"https://ror.org/02kcbn207","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I4210114974"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Peter Veelaert","raw_affiliation_strings":["TELIN-IPI, Ghent University, Sint-Pietersnieuwstraat 41, B-9000 Gent, Belgium, --- Select a Country ---","imec, Kapeldreef 75, B-3001 Leuven, Belgium, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TELIN-IPI, Ghent University, Sint-Pietersnieuwstraat 41, B-9000 Gent, Belgium, --- Select a Country ---","institution_ids":["https://openalex.org/I32597200"]},{"raw_affiliation_string":"imec, Kapeldreef 75, B-3001 Leuven, Belgium, --- Select a Country ---","institution_ids":["https://openalex.org/I4210114974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071483672","display_name":"Wilfried Philips","orcid":"https://orcid.org/0000-0003-4456-4353"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]},{"id":"https://openalex.org/I4210114974","display_name":"IMEC","ror":"https://ror.org/02kcbn207","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I4210114974"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Wilfried Philips","raw_affiliation_strings":["TELIN-IPI, Ghent University, Sint-Pietersnieuwstraat 41, B-9000 Gent, Belgium, --- Select a Country ---","imec, Kapeldreef 75, B-3001 Leuven, Belgium, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TELIN-IPI, Ghent University, Sint-Pietersnieuwstraat 41, B-9000 Gent, Belgium, --- Select a Country ---","institution_ids":["https://openalex.org/I32597200"]},{"raw_affiliation_string":"imec, Kapeldreef 75, B-3001 Leuven, Belgium, --- Select a Country ---","institution_ids":["https://openalex.org/I4210114974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"785","last_page":"792"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8111154437065125},{"id":"https://openalex.org/keywords/bittorrent-tracker","display_name":"BitTorrent tracker","score":0.6468332409858704},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.5628488659858704},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5583032369613647},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.5404852628707886},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5274926424026489},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5140905976295471},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.46833109855651855},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.4610952138900757},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4575237035751343},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4427299201488495},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.18987730145454407}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8111154437065125},{"id":"https://openalex.org/C57501372","wikidata":"https://www.wikidata.org/wiki/Q2021268","display_name":"BitTorrent tracker","level":3,"score":0.6468332409858704},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.5628488659858704},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5583032369613647},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.5404852628707886},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5274926424026489},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5140905976295471},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.46833109855651855},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.4610952138900757},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4575237035751343},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4427299201488495},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.18987730145454407},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0010788700003124","is_oa":false,"landing_page_url":"https://doi.org/10.5220/0010788700003124","pdf_url":null,"source":{"id":"https://openalex.org/S4363608825","display_name":"Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications","raw_type":"proceedings-article"},{"id":"pmh:oai:archive.ugent.be:8726937","is_oa":true,"landing_page_url":"http://hdl.handle.net/1854/LU-8726937","pdf_url":null,"source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISBN: 9789897585555","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:archive.ugent.be:8726937","is_oa":true,"landing_page_url":"http://hdl.handle.net/1854/LU-8726937","pdf_url":null,"source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISBN: 9789897585555","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4650711970","display_name":null,"funder_award_id":"876487","funder_id":"https://openalex.org/F4320327207","funder_display_name":"Electronic Components and Systems for European Leadership"}],"funders":[{"id":"https://openalex.org/F4320327207","display_name":"Electronic Components and Systems for European Leadership","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1970430984","https://openalex.org/W2252355370","https://openalex.org/W2603203130","https://openalex.org/W2766984662","https://openalex.org/W2893828708","https://openalex.org/W2963037989","https://openalex.org/W2989675617","https://openalex.org/W3098744844","https://openalex.org/W3175778639","https://openalex.org/W3176646207","https://openalex.org/W3176857921","https://openalex.org/W3196221851","https://openalex.org/W4292692470"],"related_works":["https://openalex.org/W3204184292","https://openalex.org/W3176564347","https://openalex.org/W1985458517","https://openalex.org/W2355833770","https://openalex.org/W3031039437","https://openalex.org/W183202219","https://openalex.org/W3095877357","https://openalex.org/W2072565696","https://openalex.org/W2050451745","https://openalex.org/W2378903222"],"abstract_inverted_index":{"Reliability":[0],"of":[1,12,45,92,118,125,132,155,159],"numerous":[2],"smart":[3,25,127],"traffic":[4,26,128,141,180],"applications":[5,27],"are":[6,105],"highly":[7,121],"dependent":[8],"on":[9,18,33,53,86,137,168,172],"the":[10,46,123,138],"accuracy":[11],"underlying":[13],"road":[14,74],"user":[15,75],"tracker.":[16],"Demand":[17],"scalability":[19],"and":[20,30,36,116,149,157,170],"privacy":[21],"preservation":[22],"pushes":[23],"vision-based":[24,179],"to":[28,41,59,89,177],"sense":[29],"process":[31,60],"images":[32,62],"edge":[34,54],"devices":[35,55],"transmit":[37],"only":[38],"concise":[39],"information":[40],"decision/fusion":[42],"nodes.":[43],"One":[44],"requirements":[47],"for":[48,102],"deploying":[49],"a":[50,72,152],"vision":[51],"algorithm":[52],"is":[56,135,188],"its":[57],"ability":[58],"captured":[61],"in":[63,143,164],"real":[64,139],"time.":[65],"To":[66],"meet":[67],"these":[68],"needs,":[69],"we":[70],"propose":[71],"real-time":[73],"tracker":[76,134,163],"which":[77,120],"outperforms":[78],"state-of-the-art":[79,162],"trackers.":[80],"Our":[81],"approach":[82],"utilizes":[83],"double":[84],"thresholding":[85],"detector":[87,99],"responses":[88,100],"suppress":[90],"initialization":[91],"false":[93],"positive":[94],"trajectories":[95,104,119],"while":[96,161],"assuring":[97],"corresponding":[98],"required":[101],"updating":[103],"not":[106],"wrongly":[107],"discarded.":[108],"Furthermore,":[109],"our":[110,133,186],"proposed":[111],"Bayes":[112],"filter":[113],"reduces":[114],"fragmentation":[115],"merging":[117],"effect":[122],"performance":[124,131,175],"subsequent":[126],"applications.":[129],"The":[130],"evaluated":[136],"life":[140],"data":[142],"turning":[144],"movement":[145],"counting":[146],"(TMC)":[147],"application":[148],"it":[150],"achieves":[151,166],"high":[153],"precision":[154,169],"96%":[156],"recall":[158],"95%":[160],"comparison":[165,176],"92%":[167],"87%":[171],"recall.":[173],"Indirect":[174],"other":[178],"analysis":[181],"platform":[182],"(Telraam)":[183],"indicates":[184],"that":[185],"method":[187],"more":[189],"reliable.":[190]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2021-11-22T00:00:00"}